FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  410.43         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.2488         	|63             	|  393.67         	|  95.917         	|
run_training_batch                 	|  0.25967        	|1000           	|  259.67         	|  63.268         	|
optimizer_step_with_closure_0      	|  0.25622        	|1000           	|  256.22         	|  62.428         	|
training_step_and_backward         	|  0.19663        	|1000           	|  196.63         	|  47.908         	|
backward                           	|  0.10848        	|1000           	|  108.48         	|  26.431         	|
model_forward                      	|  0.086839       	|1000           	|  86.839         	|  21.158         	|
training_step                      	|  0.086681       	|1000           	|  86.681         	|  21.12          	|
get_train_batch                    	|  0.027659       	|1063           	|  29.401         	|  7.1636         	|
fetch_next_train_batch             	|  0.027636       	|1063           	|  29.377         	|  7.1576         	|
on_train_batch_end                 	|  0.0018084      	|1000           	|  1.8084         	|  0.4406         	|
zero_grad                          	|  0.0012711      	|1000           	|  1.2711         	|  0.30971        	|
training_batch_to_device           	|  0.00032816     	|1000           	|  0.32816        	|  0.079956       	|
on_train_batch_start               	|  9.0825e-05     	|1000           	|  0.090825       	|  0.022129       	|
on_train_end                       	|  0.045044       	|1              	|  0.045044       	|  0.010975       	|
on_pretrain_routine_start          	|  0.021587       	|1              	|  0.021587       	|  0.0052595      	|
on_batch_start                     	|  2.1105e-05     	|1000           	|  0.021105       	|  0.0051421      	|
on_train_epoch_end                 	|  0.00031743     	|63             	|  0.019998       	|  0.0048725      	|
on_train_epoch_start               	|  0.00031433     	|63             	|  0.019803       	|  0.0048249      	|
on_after_backward                  	|  1.6939e-05     	|1000           	|  0.016939       	|  0.004127       	|
on_batch_end                       	|  1.4285e-05     	|1000           	|  0.014285       	|  0.0034806      	|
on_before_zero_grad                	|  1.4082e-05     	|1000           	|  0.014082       	|  0.0034312      	|
on_before_backward                 	|  1.1383e-05     	|1000           	|  0.011383       	|  0.0027735      	|
on_before_optimizer_step           	|  1.1289e-05     	|1000           	|  0.011289       	|  0.0027506      	|
configure_optimizers               	|  0.0082051      	|1              	|  0.0082051      	|  0.0019992      	|
training_step_end                  	|  5.9209e-06     	|1000           	|  0.0059209      	|  0.0014426      	|
on_train_start                     	|  0.00079037     	|1              	|  0.00079037     	|  0.00019257     	|
on_epoch_end                       	|  1.1896e-05     	|63             	|  0.00074945     	|  0.0001826      	|
on_epoch_start                     	|  1.0242e-05     	|63             	|  0.00064522     	|  0.00015721     	|
on_fit_end                         	|  0.0001442      	|1              	|  0.0001442      	|  3.5135e-05     	|
on_configure_sharded_model         	|  2.2728e-05     	|1              	|  2.2728e-05     	|  5.5376e-06     	|
on_fit_start                       	|  2.2478e-05     	|1              	|  2.2478e-05     	|  5.4768e-06     	|
on_before_accelerator_backend_setup	|  2.2421e-05     	|1              	|  2.2421e-05     	|  5.4627e-06     	|
teardown                           	|  2.2324e-05     	|1              	|  2.2324e-05     	|  5.4391e-06     	|
setup                              	|  2.148e-05      	|1              	|  2.148e-05      	|  5.2335e-06     	|
on_pretrain_routine_end            	|  1.5261e-05     	|1              	|  1.5261e-05     	|  3.7182e-06     	|
configure_callbacks                	|  8.6632e-06     	|1              	|  8.6632e-06     	|  2.1108e-06     	|
prepare_data                       	|  7.3519e-06     	|1              	|  7.3519e-06     	|  1.7913e-06     	|
configure_sharded_model            	|  7.2997e-06     	|1              	|  7.2997e-06     	|  1.7786e-06     	|
on_train_dataloader                	|  5.5656e-06     	|1              	|  5.5656e-06     	|  1.356e-06      	|
on_val_dataloader                  	|  4.9043e-06     	|1              	|  4.9043e-06     	|  1.1949e-06     	|
